MCP-Enabled-Weather-Intelligence-System (Atul1127/MCP-Enabled-Weather-Intelligence-System) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 8 tools. No publisher has claimed this listing.

Emerging

74/100

6 days ago

MCP-Enabled-Weather-Intelligence-System

Item: MCP-Enabled-Weather-Intelligence-System
Rating: 74
Author: M8ven

→ Atul1127/MCP-Enabled-Weather-Intelligence-System · listed on github_code

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

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Who stands behind it

Atul1127

Source: github_code

Is this your MCP?

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Install from

GitHub

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 3 credentials: WEATHER_ADMIN_API_KEY, GEMINI_API_KEY, LAKEBASE_SECRET_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// environment variables

To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.

configWEATHER_RAG_CACHE_SIZE

configWEATHER_PYTHON

configPYTHON

configWEATHER_MAX_REQUEST_BYTES

configWEATHER_ALLOW_SYNC

🔐 secretWEATHER_ADMIN_API_KEY

🔐 secretGEMINI_API_KEY

configFLASK_RUN_HOST

configFLASK_RUN_PORT

configFLASK_DEBUG

configGEMINI_MODEL

configGEMINI_THINKING_LEVEL

configGEMINI_MAX_OUTPUT_TOKENS

configGEMINI_LAST_MODEL

configWEATHER_LOCAL_RAG_CORPUS

configWEATHER_TRACE_PATHSet to change the JSONL destination.

configWEATHER_TRACE_ID

configGUNICORN_WORKERS

configGUNICORN_THREADS

configGUNICORN_TIMEOUT

configGUNICORN_KEEPALIVE

configGUNICORN_LOG_LEVEL

configLAKEBASE_SECRET_SCOPE

🔐 secretLAKEBASE_SECRET_KEY

configHF_HOME

configTRANSFORMERS_CACHE

configHF_HUB_CACHE

configWEATHER_RAG_DENSE

configWEATHER_RAG_LLM_EXPANSION

configWEATHER_AGENT_MAX_ROUNDS

configWEATHER_AGENT_MAX_RETRIES

configWEATHER_MAX_TOOL_CALLS

configWEATHER_MCP_TIMEOUT

configWEATHER_RAG_MCP_TIMEOUT

configWEATHER_MCP_RETRIES

configWEATHER_RAG_MAX_CONTEXT_CHARS

configWEATHER_RERANKER_MODEL

configWEATHER_RERANK_MIN_CANDIDATES

configWEATHER_RRF_K

configWEATHER_RRF_CONFIDENCE_WEIGHT

// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

8/8 tools missing one or more hints — get_weather (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_forecast (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_weather_alerts (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +5 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Secrets not logged

3 secret values sent to print

Redact or omit secret values from log output.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail

The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/atul1127/mcp-enabled-weather-intelligence-system)](https://m8ven.ai/mcp/atul1127/mcp-enabled-weather-intelligence-system)

Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.

commit: 1376b8c6881fe7719255171fd1b27d8b67003691

code hash: f53f6198f04f604cd79b75e010e5cc466ba859f378573bbcc5624921096ca54c

verified: 9/3/2026, 7:40:15 PM

view raw JSON →

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